Research on raw material ordering and transportation scheme of production enterprises based on genetic algorithm

Authors

  • Runnan Zhang
  • Honglin Guo

DOI:

https://doi.org/10.54097/hset.v16i.2533

Keywords:

0-1 programming model,analytical hierarchy process,genetic algorithm,raw material ordering.

Abstract

With the deepening of China's reform and opening up and the gradual improvement of productivity level,the production enterprises of construction and decoration panels have gradually sprung up. In order to improve the production efficiency of enterprises and reduce the loss of raw materials, this paper establishes an analytical hierarchical model, and a 0-1 goal programming model. Based on the analysis of the problem, it pays attention to the connection between the questions. A rational solution for ordering and transporting raw materials based on the 0-1 goal programming model is also proposed in conjunction with real-life practice. In this paper, the problem is solved by building several mathematical models and the results are entered in Annex A and Annex B. After the model is implemented and tested, significant improvements are found. In addition, the model is improved by a genetic algorithm so that the model is well applicable and generalizable.

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References

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Hu Liangjian, sun Xiaojun, matlab mathematical experiment, higher education press, June 2006.

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Published

10-11-2022

How to Cite

Zhang, R., & Guo, H. (2022). Research on raw material ordering and transportation scheme of production enterprises based on genetic algorithm. Highlights in Science, Engineering and Technology, 16, 304-313. https://doi.org/10.54097/hset.v16i.2533